Selected Publications

Full list

Quartet of Diffusions: Structure-Aware Point Cloud Generation through Part and Symmetry Guidance
Chenliang Zhou, Fangcheng Zhong, Weihao Xia, Albert Miao, Canberk Baykal, Cengiz Oztireli
Proceedings of the International Conference on Learning Representations (ICLR), 2026
[page][paper][code]

Features Emerge as Discrete States: The First Application of SAEs to 3D Representations
Albert Miao, Chenliang Zhou, Jiawei Zhou, Cengiz Oztireli
Proceedings of the International Conference on Learning Representations (ICLR), 2026
[paper]

Physically Based Neural BRDF: A Framework for Physically Correct Material Reconstruction, Generation and Editing
Chenliang Zhou, Alejandro Sztrajman, Gilles Rainer, Fangcheng Zhong, Cengiz Oztireli, Rafal Mantiuk
Computer Graphics Forum (CGF), 2026
[paper]

M³ashy: Multi-Modal Material Synthesis via Hyperdiffusion
Chenliang Zhou, Zheyuan Hu, Alejandro Sztrajman, Yancheng Cai, Yaru Liu, Cengiz Oztireli
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2026
[page][paper][code][dataset]

FreNBRDF: A Frequency-Rectified Neural Material Representation
Chenliang Zhou, Zheyuan Hu, Cengiz Oztireli
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (IEEE MLSP), 2025
[page][paper][code]

Fitness Aware Human Motion Generation from Fine-Tuning
Kiril Bikov, Shiye Su, Deepro Choudhury, Zhilin Guo, Weihao Xia, Mehmet Salih Çeliktenyıldız, Chenliang Zhou, Param Hanji, Cengiz Oztireli
Proceedings of the Annual Conference on Neural Information Processing Systems (NeurIPS), 2024

FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation
Chenliang Zhou, Fangcheng Zhong, Param Hanji, Zhilin Guo, Kyle Fogarty, Alejandro Sztrajman, Hongyun Gao, Cengiz Oztireli
Proceedings of the European Conference on Computer Vision (ECCV), 2024
[page][paper][code]

Hypernetworks for Generalizable BRDF Representation
Fazilet Gokbudak, Alejandro Sztrajman, Chenliang Zhou, Fangcheng Zhong, Rafal Mantiuk, Cengiz Oztireli
Proceedings of the European Conference on Computer Vision (ECCV), 2024
[page][paper][code]

CLIP-PAE: Projection-Augmentation Embedding to Extract Relevant Features for a Disentangled, Interpretable, and Controllable Text-Guided Face Manipulation
Chenliang Zhou, Fangcheng Zhong, Cengiz Öztireli
ACM SIGGRAPH, 2023
[page][paper][code]

AISpace2: An Interactively Visualizable Tool for Learning and Teaching Artificial Intelligence
Chenliang Zhou, Dominic Kuang, Jingru Liu, Tony Yang, Zijia Zhang, Alan Mackworth, David Poole
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2020
[page][paper][code]